RRepoGEO

REPOGEO REPORT · LITE

nolanx-ai/nolanx.ai

Default branch main · commit 595d8636 · scanned 6/8/2026, 7:57:38 PM

GitHub: 934 stars · 65 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface nolanx-ai/nolanx.ai, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Update repository description to clarify its core function

    Why:

    CURRENT
    Nolanx, Open-sourced AI Netflix.
    COPY-PASTE FIX
    Open-source infrastructure for long-runtime, multi-modal AI agents in filmmaking.
  • mediumreadme#2
    Explicitly state the core differentiator in the README's opening

    Why:

    CURRENT
    Open-source long-runtime multi-modal agent infrastructure for filmmaking. NolanX is the system behind `nolanx.ai`. It is designed to push video models far beyond their native single-generation limits and keep long creative runs coherent across language, image, audio, and video.
    COPY-PASTE FIX
    Open-source long-runtime multi-modal agent infrastructure for filmmaking. NolanX is the system behind `nolanx.ai`, uniquely designed to push video models far beyond their native single-generation limits and keep long creative runs coherent across language, image, audio, and video, enabling 5-minute to 1-hour productions.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface nolanx-ai/nolanx.ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RunwayML Gen-2
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. RunwayML Gen-2 · recommended 1×
  2. Pika Labs · recommended 1×
  3. Stable Video Diffusion (SVD) · recommended 1×
  4. comfyanonymous/ComfyUI · recommended 1×
  5. Midjourney · recommended 1×
  • CATEGORY QUERY
    How to generate consistent, long-duration AI-powered video content for filmmaking projects?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-2
    2. Pika Labs
    3. Stable Video Diffusion (SVD)
    4. ComfyUI (comfyanonymous/ComfyUI)
    5. Midjourney
    6. Adobe After Effects
    7. DaVinci Resolve
    8. Blender (blender/blender)
    9. EbSynth
    10. Flowframes (Nenkai/Flowframes)
    11. Synthesia
    12. HeyGen
    13. DeepMotion
    14. Plask
    15. Adobe Premiere Pro
    16. Final Cut Pro
    17. Topaz Video AI

    AI recommended 17 alternatives but never named nolanx-ai/nolanx.ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source infrastructure exists for multi-modal AI agents in automated film production pipelines?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Hugging Face Transformers
    3. Hugging Face Diffusers
    4. OpenCV
    5. FFmpeg
    6. PyTorch
    7. TensorFlow
    8. Rasa
    9. Airflow (Apache Airflow)

    AI recommended 9 alternatives but never named nolanx-ai/nolanx.ai. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of nolanx-ai/nolanx.ai?
    pass
    AI did not name nolanx-ai/nolanx.ai — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts nolanx-ai/nolanx.ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nolanx-ai/nolanx.ai explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo nolanx-ai/nolanx.ai solve, and who is the primary audience?
    pass
    AI named nolanx-ai/nolanx.ai explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
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